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Foundational Intelligence Infrastructure

Tomorrow's Understanding.
Deployed Today.™

We build AI systems that transform how organizations understand the people, decisions, and insights that determine their future.

While others experiment with conversational AI, we deploy production-grade intelligence infrastructure that operates at institutional scale. Every conversation becomes structured knowledge. Every insight compounds into institutional advantage.

See Platform CapabilitiesRequest Strategic Briefing

Some of the companies we are working with

KPMGSparBekoMlinarDesigner Outlet Croatia
Decision Intelligence Platform

Every Decision.
Backed by Evidence.

Transform customer conversations and feedback into defensible insights. Every recommendation includes proof. Every analysis is traceable. Build stakeholder trust.

The Problem

Insights Without Proof Waste Budget

Teams make million-dollar decisions based on slides that can't be verified. Stakeholders can't trust recommendations. Analysis doesn't scale.

Queli Platform

AI-Powered
Qualitative Research
at Scale

From survey creation to advanced coding—automate question generation, classify responses, and conduct interview-depth research with hundreds of participants.

The Challenge

Research at Scale vs. Depth

Traditional surveys lack depth. Manual interviews don't scale. Voice of customer gets lost in spreadsheets.

Document Intelligence Infrastructure

Every Document.
Structured Knowledge.

We build AI vision systems that transform unstructured documents into institutional intelligence at scale.

The Problem

The Document Intelligence Gap

Most organizations digitize documents. Few extract meaning. Even fewer build institutional knowledge from what they see.

Infrastructure for Intelligence

Before showing you what we built, understand what became possible:

From Point Solutions to Continuous Intelligence

Traditional:
Conduct research when you need answers. By the time you have answers, reality changed.
Queli:
Deploy persistent intelligence infrastructure. Understanding flows continuously. Knowledge compounds daily.

From Data Collection to Institutional Memory

Traditional:
Gather feedback, analyze manually, present findings. Insights siloed, context lost, patterns invisible.
Queli:
Build searchable institutional knowledge. Every conversation becomes structured data. Organizational memory that never forgets.

From Scale Limitations to Operational Infinity

Traditional:
50 interviews = weeks of scheduling + analysis. Speed limitations create strategic blindness.
Queli:
Deploy AI that conducts thousands of conversations simultaneously. No scheduling. No capacity constraints.

From Reactive to Predictive

Traditional:
Learn what customers think after they churn. Insights arrive too late for intervention.
Queli:
Detect patterns before they become problems. Sentiment shifts visible in real-time. Strategic intelligence when it matters.

Research-Driven. Production-Proven. Institutionally Deployed.

Engineering Based on Experimentation

Every platform backed by rigorous testing. We validate capabilities operate reliably before deploying them institutionally.

Daily AI Capability Tracking

New models monthly. New capabilities weekly. We test everything. You benefit from research without signal-to-noise burden.

Deployed at Leading Organizations

KPMG, Wolf Theiss, Beko—institutions that demand production reliability and research rigor trust our infrastructure.

Speed Compounds in AI

From capability identified → validated → deployed: weeks, not quarters. First movers build advantages that create compounding returns.